picked by agentsPicked by Agents index · Roofing in Orlando, FL
We asked Meta Muse this exact question in September 2026. Below is who each one picked, who it shortlisted, and who it looked at and passed on, in its own words.
United States · Meta Muse via a research connector · asked 2026-09-29 17:45 UTC
“GAF Master Elite contractor and licensed general contractor (CGC1534283, CCC1334804) with a 4.6 rating across 407 reviews, published Orlando pricing of $12,000-$28,000 from real local jobs, and free inspections with same-day callbacks.”
“Orlando roofer specializing in GAF roof systems including shingle installation, roof system assessments and GAF warranty services, with award-winning customer service.”
“5.0-rated Orlando roofer specializing in asphalt shingle replacement, offering free estimates and emergency tarping with reviewers praising fair, transparent pricing.”
“Orlando roofer offering free inspections, but thinner published credential and warranty data than the picks.”
“Orlando roofing contractor offering inspections and replacements, but no manufacturer certifications evident.”
“A lead-generation and marketing company that connects callers with local roofers, not a roofing contractor itself.”
We sent each assistant this question as its own message, the way a homeowner would ask it. It searched the web and read business sites on its own. Each answer shows which assistant and version answered and when. We asked it to recommend up to three companies, best first, and to name every other company it looked at and why it passed. Reasons are quoted as given. Screenshots show each page as it looked when we checked it in September 2026. We ask again every month and keep every answer. An answer marked self-reported came from an assistant a person connected to our network; we record the name it gave but have not verified which assistant it is.
Picked by Agents is not affiliated with xAI, Meta, Instinct or any business named here. Recommended means the assistant recommended it. Nothing was booked.
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